Interference Control of Cognitive Network Based on Swarm Intelligence Algorithm

Swarm Intelligence Clustering Algorithm Based on Attractor

Ant colonies behavior and their self-organizing capabilities have been popularly studied, and various swarm intelligence models and clustering algorithms also have been proposed. Unfortunately, the cluster number is often too high and convergence is also slow. We put forward a novel structure-attractor, which actively attracts and guides the ant’s behavior, and implement an efficient strategy t...

Near - Optimal Tunning of Linear Controllers Based on Genetic Algorithm and Swarm Intelligence: A Flight Control Example

A line detection and description algorithm based on Swarm Intelligence

In this work, we use the principles of Swarm Intelligence to establish a novel algorithm for detecting and describing straight edges in images. The algorithm uses a set of individual mobile agents with limited cognitive possibilities. Using their memory and communication abilities, the agents can establish fast and robust solutions. The agents initially move randomly in a two dimensional space ...

A Modified Clustering Algorithm Based on Swarm Intelligence

A modified clustering algorithm based on swarm intelligence (MSIC) is proposed in this paper. To improve the running efficiency of the SIC algorithm, the random projection of the patterns into the plane is modified. The patterns are firstly analyzed by principal component analysis (PCA) and the first two principal components (PCs) are retained. The patterns are projected into the plane accordin...

Control Stability Evaluation of Multiple Distribution Static Compensators based on Optimal Coefficients using Salp Swarm Algorithm

In order to solve the problem of voltage drop and voltage imbalance in the distribution systems, the injection of reactive power by multiple static compensators is used. The distributed generation such as photovoltaic systems could play a role of the static compensators by producing reactive power. In this paper, the integral to droop line algorithm is used to control the reactive power in busb...